{"id":"W2804955523","doi":"10.1002/hed.25204","title":"Use of radioiodine‐131 scan to measure influence of surgical discipline, practice, and volume on residual thyroid tissue after total thyroidectomy for differentiated thyroid carcinoma","year":2018,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Thyroid; Thyroidectomy; Thyroid carcinoma; Otorhinolaryngology; Nuclear medicine; Radioactive iodine; Ablation; Papillary carcinoma; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000197495,0.0003705709,0.0008073742,0.0002050675,0.00009610491,0.00004042804,0.0001072048,0.0001532622,0.00004758629],"category_scores_gemma":[0.0003191915,0.0002878772,0.0001384928,0.0003269608,0.0002465714,0.0002358018,0.0001091879,0.0001710266,0.00001951106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319809,"about_ca_system_score_gemma":0.0001627384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202815,"about_ca_topic_score_gemma":0.000299642,"domain_scores_codex":[0.9976104,0.00009462029,0.0006201843,0.0006372504,0.0005672376,0.0004703417],"domain_scores_gemma":[0.9977385,0.0003715434,0.0002398702,0.000655219,0.0006043124,0.0003905175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05769421,0.005341231,0.7843933,0.0008291943,0.001154299,0.0005051503,0.004249024,0.0001341487,0.083363,0.0005695621,0.05532634,0.006440612],"study_design_scores_gemma":[0.008294392,0.0118112,0.919494,0.0005183616,0.0004944344,0.0001606299,0.00007610466,0.00005476359,0.04648392,0.00001788178,0.01227956,0.0003147858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926112,0.001717474,0.00001563181,0.003391596,0.0001288208,0.001597924,0.0003196486,0.00004041819,0.000177335],"genre_scores_gemma":[0.9971947,0.0001339466,0.001028693,0.0002766183,0.0004067509,0.0002963947,0.00005065474,0.00005662971,0.000555611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351007,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383683467745363,"score_gpt":0.3058557184934821,"score_spread":0.2820188838160285,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}